AI Engineer Courses

2025 in LLMs So Far - Illustrated by Pelicans on Bicycles

Discover the latest LLM advances from an independent researcher's perspective, covering 12 months of model developments and industry changes in this engaging 19-minute talk.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

New York Times' Connections - A Case Study on NLP in Word Games

Explore how AI algorithms tackle the NYT Connections puzzle through clustering, semantic mapping, and NLP techniques to build intelligent puzzle solvers.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Claude Code and the Evolution of Agentic Coding

Discover how Claude Code is transforming the coding landscape through agentic programming approaches and innovative UX design from Anthropic's technical team.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Training Agentic Reasoners - Reinforcement Learning for Multi-Turn Tool Calling

Dive into reinforcement learning for agentic reasoning, covering GRPO vs PPO, environment design, rewards, and open-source tools for building AI agents like OpenAI's o3.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

How to Build Trustworthy AI

Discover strategies for building trustworthy AI through security, safety, and alignment. Explore MLSecOps, AI red teaming, and runtime security to create explainable systems users can trust.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Surfacing Semantic Orthogonality Across Model Safety Benchmarks - A Multi-Dimensional Analysis

Explore semantic clustering analysis of AI safety benchmarks, revealing distinct harm categories and coverage gaps across five open-source datasets using UMAP and k-means clustering techniques.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

The Many Ends of Programming - Exploring Six AI Futures for Software Development

Explore six distinct endgames for programming in the AI era, examining how artificial intelligence will reshape software engineering roles and development practices.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

MCPs are Boring - Why We Are Losing the Sparkle of LLMs

Unlock the true potential of LLMs beyond mainstream coding applications and break free from limiting cargo-culted approaches to AI agents and language models.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Exposing Agents as MCP Servers with mcp-agent

Discover how to expose agents as MCP servers using mcp-agent framework, enabling multi-agent systems, platform independence, and scalable agent workflows across any MCP client.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Break It 'Til You Make It - Building the Self-Improving Stack for AI Agents

Master building production-ready AI agent monitoring systems with evaluation layers, tracing, experimentation, and feedback-driven optimization for continuous improvement.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Beyond Conversation - Why Documents Transform Natural Language into Code

Discover why document-based natural language programming surpasses conversational AI for building reliable systems and transforming complex requirements into deployable code.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Supercharging Developer Workflow with Amazon Q Developer

Discover how Amazon Q Developer streamlines coding workflows through AI-powered generation, testing, documentation, and deployment while building the classic 2048 game from scratch.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

How LLMs Work for Web Developers - GPT in 600 Lines of Vanilla JavaScript

Discover how modern LLMs work by building GPT-2 from scratch in vanilla JavaScript, covering tokenization, embeddings, neural networks, and text generation for web developers.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

AI Pipelines and Agents in Pure TypeScript with Mastra.ai

Master building AI agents and pipelines using Mastra.ai TypeScript framework for scalable internal tools with composable workflows and reliable control.

• YouTube
• 1 hour 51 minutes
• Self-Paced
• Free Video

Prompt Engineering and AI Red Teaming

Discover advanced prompt engineering techniques and AI red teaming strategies from the creator of the internet's first prompt engineering guide and world's first AI red teaming competition.

• YouTube
• 2 hours 1 minute
• Self-Paced
• Free Video